基于数据挖掘的社会交互软件系统的设计与研究  

Design and research of social interactive software system based on data mining

作　　者：潘娜[1] PAN Na(School of Computer Science and Technology,Sichuan Normal University,Chengdu 610066,China)

机构地区：[1]四川师范大学计算机科学与技术学院,四川成都610066

出　　处：《现代电子技术》2021年第6期77-80,共4页Modern Electronics Technique

基　　金：国家自然科学基金项目(61703292);2018年海南省高等教育教学改革研究项目(2018_64)。

摘　　要：为了能够更好地满足信息化时代背景下人们的多样化社交需求,提出一种基于数据爬取、挖掘、分析的便捷式社会交互软件系统。结合前期调研结果,了解以高校大学生为社交软件系统应用群的系统功能需求,改进如今的热门社交软件系统,建立创新型社交软件系统模型,分析关键系统技术及数据库设计,实现一种包含Web端与手机终端的社交软件系统。基于Struts+Spring+Hibernate技术开发框架,设计了该系统的好友、活动、信息、爱好、音乐推荐管理子系统和用户评论管理子系统。并在该社会交互软件系统中创造性加入了特别关注、亲密好友、音乐夹等社交组件。最终发现提出的基于数据挖掘的社会交互软件系统设计思路,可以密切结合学生的校园活动与大环境,成功建立含有校园文化与大学生社交特点的社交软件系统且具有较好的应用推广前景。A convenient social interaction software system based on data crawling,mining and analysis is proposed to better meet the diverse social interactive needs of people in the information age.The system functional requirements of social software system application group based on college students are investigated in combination with the results of previous surveys to improve the today′s popular social interactive software systems,establish the innovative social interactive software system models,analyze the key system technologies and database design,and realize the social interactive software system including Web terminal and mobile terminal.On the basis of the Struts+Spring+Hibernate technology development framework,the system including friends,activities,information,hobbies and music recommendation management subsystem,and user comments management subsystem is designed.In the social interactive software system,the social components such as special attention,close friends and music clips are added creatively.It is found that the proposed design idea of the social interactive software system based on data mining can closely combine with students′campus activities and the general environment,and successfully establish a social software system containing campus culture and college students′social interactive characteristics,which has a certain application and promotion prospect.

关 键 词：社会交互软件 数据挖掘 B/S结构 技术分析 系统设计 系统实现 

分 类 号：TN919-34[电子电信—通信与信息系统]